Agentic AI MCP Server Demos

Example Use Cases

• 1

  Communicate over MCP using SSE or stdio protocols.

• 2

  That require integration with AWS Bedrock for model context and inference.

• 3

  Scalable deployment on AWS ECS with load balancing.

Description

This repository provides multiple example modules demonstrating how to build and deploy Model Context Protocol (MCP) servers and clients using various technologies such as TypeScript, Python, Spring AI, and FastAPI. The demos include implementations running locally, on ECS, and integrated with AWS Bedrock and pgVector for retrieval-augmented generation. These samples help developers understand and build agentic AI systems leveraging MCP for communication and orchestration.